Table Data - All Employees: Professional and Business Services in Duluth, MN-WI (MSA)
| Title | All Employees: Professional and Business Services in Duluth, MN-WI (MSA) |
|---|---|
| Series ID | DULU227PBSV |
| Source | U.S. Bureau of Labor Statistics |
| Release | State Employment and Unemployment |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-05-01 |
| Last Updated | 2026-06-24 10:07 AM CDT |
| Notes | The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodels' library from Python with default parameter settings. The package uses the U.S. Bureau of the Census X-13ARIMA-SEATS Seasonal Adjustment Program. More information on the 'statsmodels' X-13ARIMA-SEATS package can be found here. More information on X-13ARIMA-SEATS can be found here. Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here. Some seasonally adjusted series may exhibit negative values because they are created from a seasonal adjustment process regardless of the actual meaning or interpretation of the given indicator. |
| DATE | VALUE |
|---|---|
| 1990-01-01 | 4.99193793320823 |
| 1990-02-01 | 4.95901206729919 |
| 1990-03-01 | 5.04992221576265 |
| 1990-04-01 | 5.05576950874196 |
| 1990-05-01 | 5.05959141006574 |
| 1990-06-01 | 5.06809412572459 |
| 1990-07-01 | 5.41382567037019 |
| 1990-08-01 | 5.39383059003663 |
| 1990-09-01 | 5.59594960119218 |
| 1990-10-01 | 5.22516363604792 |
| 1990-11-01 | 5.40948936179414 |
| 1990-12-01 | 5.38712106781760 |
| 1991-01-01 | 5.28828934227360 |
| 1991-02-01 | 5.25190293270243 |
| 1991-03-01 | 5.23745563003386 |
| 1991-04-01 | 5.35738174314577 |
| 1991-05-01 | 5.45846575458120 |
| 1991-06-01 | 5.47119120893623 |
| 1991-07-01 | 5.51640740915115 |
| 1991-08-01 | 5.60131033076006 |
| 1991-09-01 | 5.60653383072542 |
| 1991-10-01 | 5.62924436833466 |
| 1991-11-01 | 5.61264644137511 |
| 1991-12-01 | 5.69659065593231 |
| 1992-01-01 | 6.17967556007371 |
| 1992-02-01 | 6.12990532155186 |
| 1992-03-01 | 6.11424288274790 |
| 1992-04-01 | 6.26116084137282 |
| 1992-05-01 | 6.25262483309572 |
| 1992-06-01 | 6.37428888783659 |
| 1992-07-01 | 6.32652024702942 |
| 1992-08-01 | 6.21950413432736 |
| 1992-09-01 | 6.31894193458429 |
| 1992-10-01 | 5.53690714573943 |
| 1992-11-01 | 5.51878183826919 |
| 1992-12-01 | 5.51394220986669 |
| 1993-01-01 | 5.16242660152288 |
| 1993-02-01 | 5.19793400976458 |
| 1993-03-01 | 5.28442513315530 |
| 1993-04-01 | 5.06276060526094 |
| 1993-05-01 | 5.05222330004280 |
| 1993-06-01 | 5.07495100282682 |
| 1993-07-01 | 5.03418760953313 |
| 1993-08-01 | 5.14195555873888 |
| 1993-09-01 | 5.23695175272656 |
| 1993-10-01 | 5.34693135552757 |
| 1993-11-01 | 5.41806194247254 |
| 1993-12-01 | 5.42701244656636 |
| 1994-01-01 | 5.44178736889115 |
| 1994-02-01 | 5.47676617959291 |
| 1994-03-01 | 5.46066477037016 |
| 1994-04-01 | 5.47167853997566 |
| 1994-05-01 | 5.44925322291240 |
| 1994-06-01 | 5.37443069474814 |
| 1994-07-01 | 5.43409981365888 |
| 1994-08-01 | 5.35267875556515 |
| 1994-09-01 | 5.25298282580467 |
| 1994-10-01 | 5.06005978111579 |
| 1994-11-01 | 5.21107737401817 |
| 1994-12-01 | 5.23255100699088 |
| 1995-01-01 | 5.53456129281274 |
| 1995-02-01 | 5.47847991449047 |
| 1995-03-01 | 5.54949105442879 |
| 1995-04-01 | 5.47629873417285 |
| 1995-05-01 | 5.54687988464308 |
| 1995-06-01 | 5.46553272341357 |
| 1995-07-01 | 5.51180497195929 |
| 1995-08-01 | 5.65041829568957 |
| 1995-09-01 | 5.77052119266282 |
| 1995-10-01 | 5.77806163565320 |
| 1995-11-01 | 5.80917698797239 |
| 1995-12-01 | 5.82017768159611 |
| 1996-01-01 | 6.04523221314151 |
| 1996-02-01 | 6.09792842712049 |
| 1996-03-01 | 6.15345853369015 |
| 1996-04-01 | 6.17718647268836 |
| 1996-05-01 | 6.13748663916081 |
| 1996-06-01 | 6.24695368937275 |
| 1996-07-01 | 6.18378961259114 |
| 1996-08-01 | 6.24606636283581 |
| 1996-09-01 | 6.28370088617023 |
| 1996-10-01 | 6.40088262727745 |
| 1996-11-01 | 6.51223119122685 |
| 1996-12-01 | 6.49466168286130 |
| 1997-01-01 | 6.66738257958357 |
| 1997-02-01 | 6.62383194470022 |
| 1997-03-01 | 6.55185465872193 |
| 1997-04-01 | 6.66744319928011 |
| 1997-05-01 | 6.83823412122213 |
| 1997-06-01 | 6.91962992284748 |
| 1997-07-01 | 7.16670390029289 |
| 1997-08-01 | 7.35272556707297 |
| 1997-09-01 | 7.30248189541619 |
| 1997-10-01 | 8.52164468752263 |
| 1997-11-01 | 7.50745480020460 |
| 1997-12-01 | 7.55684137895474 |
| 1998-01-01 | 7.47528517885282 |
| 1998-02-01 | 7.54728387388991 |
| 1998-03-01 | 7.45169377438197 |
| 1998-04-01 | 7.86128218604646 |
| 1998-05-01 | 8.24304669518380 |
| 1998-06-01 | 8.29972332940064 |
| 1998-07-01 | 8.26960077873455 |
| 1998-08-01 | 8.06769891102370 |
| 1998-09-01 | 8.01804135927658 |
| 1998-10-01 | 7.73451054758638 |
| 1998-11-01 | 7.78926035255819 |
| 1998-12-01 | 7.92527371742868 |
| 1999-01-01 | 7.77525442855024 |
| 1999-02-01 | 7.85534682733408 |
| 1999-03-01 | 7.84860129726090 |
| 1999-04-01 | 7.95745677766653 |
| 1999-05-01 | 7.95830953304756 |
| 1999-06-01 | 7.98848416820556 |
| 1999-07-01 | 7.98258050715029 |
| 1999-08-01 | 7.88128772705648 |
| 1999-09-01 | 7.52561938843366 |
| 1999-10-01 | 7.94413456688378 |
| 1999-11-01 | 7.97514021819457 |
| 1999-12-01 | 8.11962552502085 |
| 2000-01-01 | 8.05127753829947 |
| 2000-02-01 | 8.13842441882321 |
| 2000-03-01 | 8.35157363559257 |
| 2000-04-01 | 8.55861881038838 |
| 2000-05-01 | 8.17119254206918 |
| 2000-06-01 | 8.18976242690039 |
| 2000-07-01 | 8.20145194426231 |
| 2000-08-01 | 8.39141656009793 |
| 2000-09-01 | 8.42690326293319 |
| 2000-10-01 | 8.55478205332254 |
| 2000-11-01 | 8.66602591745105 |
| 2000-12-01 | 8.62483762798499 |
| 2001-01-01 | 7.61876774806028 |
| 2001-02-01 | 7.40880327170004 |
| 2001-03-01 | 7.34928088899421 |
| 2001-04-01 | 7.26704614646548 |
| 2001-05-01 | 7.19035512215852 |
| 2001-06-01 | 7.10360440098431 |
| 2001-07-01 | 6.91964389793549 |
| 2001-08-01 | 6.88727018024039 |
| 2001-09-01 | 6.92495921892962 |
| 2001-10-01 | 6.96031720448066 |
| 2001-11-01 | 6.95396771953847 |
| 2001-12-01 | 6.83446588328646 |
| 2002-01-01 | 6.88280270781877 |
| 2002-02-01 | 6.98734681357380 |
| 2002-03-01 | 6.86962574777491 |
| 2002-04-01 | 6.97774664051024 |
| 2002-05-01 | 6.89623843127188 |
| 2002-06-01 | 7.21497898604647 |
| 2002-07-01 | 7.32767362470158 |
| 2002-08-01 | 7.57633936697656 |
| 2002-09-01 | 7.52727394977598 |
| 2002-10-01 | 7.15934361912423 |
| 2002-11-01 | 7.14361160873884 |
| 2002-12-01 | 7.23653663914375 |
| 2003-01-01 | 7.56887757793861 |
| 2003-02-01 | 7.47570829102178 |
| 2003-03-01 | 7.49060677330738 |
| 2003-04-01 | 7.49013957424659 |
| 2003-05-01 | 7.50295374693001 |
| 2003-06-01 | 7.42776508651109 |
| 2003-07-01 | 7.41915749125898 |
| 2003-08-01 | 7.35134049958806 |
| 2003-09-01 | 7.22380689042648 |
| 2003-10-01 | 7.15145703152529 |
| 2003-11-01 | 7.14363341764521 |
| 2003-12-01 | 7.34672055063513 |
| 2004-01-01 | 7.27466426294229 |
| 2004-02-01 | 7.27547346491434 |
| 2004-03-01 | 7.30766603412862 |
| 2004-04-01 | 7.19463137204484 |
| 2004-05-01 | 7.19737280640464 |
| 2004-06-01 | 7.12918204840481 |
| 2004-07-01 | 7.20769675822927 |
| 2004-08-01 | 7.23043734757481 |
| 2004-09-01 | 7.22878707036697 |
| 2004-10-01 | 7.24454387428699 |
| 2004-11-01 | 7.24617807020655 |
| 2004-12-01 | 7.25195813974560 |
| 2005-01-01 | 6.89379207748727 |
| 2005-02-01 | 6.87838758495742 |
| 2005-03-01 | 6.90696468602997 |
| 2005-04-01 | 7.09564695097674 |
| 2005-05-01 | 7.09522516778998 |
| 2005-06-01 | 7.14346609085853 |
| 2005-07-01 | 7.00353842278487 |
| 2005-08-01 | 7.00486169573293 |
| 2005-09-01 | 7.02245840897369 |
| 2005-10-01 | 7.13060252945968 |
| 2005-11-01 | 7.13703530258333 |
| 2005-12-01 | 7.16312502150353 |
| 2006-01-01 | 7.22374259767068 |
| 2006-02-01 | 7.19251183584664 |
| 2006-03-01 | 7.21268104763205 |
| 2006-04-01 | 7.18932265739955 |
| 2006-05-01 | 7.18335806821447 |
| 2006-06-01 | 7.25146691349485 |
| 2006-07-01 | 7.40285401501891 |
| 2006-08-01 | 7.48624939385429 |
| 2006-09-01 | 7.51439334226081 |
| 2006-10-01 | 7.61468994032090 |
| 2006-11-01 | 7.62790753265892 |
| 2006-12-01 | 7.68361760711244 |
| 2007-01-01 | 7.84831927336196 |
| 2007-02-01 | 7.99955069507012 |
| 2007-03-01 | 8.11251927568747 |
| 2007-04-01 | 8.08912076071014 |
| 2007-05-01 | 8.18339329690893 |
| 2007-06-01 | 8.26392812774657 |
| 2007-07-01 | 8.19727686383231 |
| 2007-08-01 | 8.16741081482250 |
| 2007-09-01 | 8.19500015604106 |
| 2007-10-01 | 8.19467085468109 |
| 2007-11-01 | 8.32167932979768 |
| 2007-12-01 | 8.30946394923885 |
| 2008-01-01 | 8.37148664802355 |
| 2008-02-01 | 8.41056089404681 |
| 2008-03-01 | 8.41179120073005 |
| 2008-04-01 | 8.48952564492629 |
| 2008-05-01 | 8.48420178169476 |
| 2008-06-01 | 8.36462421560374 |
| 2008-07-01 | 8.39084994407238 |
| 2008-08-01 | 8.55338670977179 |
| 2008-09-01 | 8.48685339960901 |
| 2008-10-01 | 8.27984909682406 |
| 2008-11-01 | 8.22124002768136 |
| 2008-12-01 | 8.12317007161284 |
| 2009-01-01 | 7.88414285957948 |
| 2009-02-01 | 7.61516212235774 |
| 2009-03-01 | 7.60858721849360 |
| 2009-04-01 | 7.79721331250184 |
| 2009-05-01 | 7.79395006903783 |
| 2009-06-01 | 7.66429492742770 |
| 2009-07-01 | 7.78814732491480 |
| 2009-08-01 | 7.74108914108611 |
| 2009-09-01 | 7.68351536499003 |
| 2009-10-01 | 7.66302859264334 |
| 2009-11-01 | 7.61470481142119 |
| 2009-12-01 | 7.61831248377623 |
| 2010-01-01 | 7.80374484629199 |
| 2010-02-01 | 7.82787877236374 |
| 2010-03-01 | 7.91483065117748 |
| 2010-04-01 | 7.80176272959957 |
| 2010-05-01 | 7.79450965353875 |
| 2010-06-01 | 7.84965438177650 |
| 2010-07-01 | 7.78380597464498 |
| 2010-08-01 | 7.73536361039710 |
| 2010-09-01 | 7.79574578495181 |
| 2010-10-01 | 7.85890025160648 |
| 2010-11-01 | 7.81888790633228 |
| 2010-12-01 | 7.81146629696177 |
| 2011-01-01 | 7.90857224525841 |
| 2011-02-01 | 7.62665625420063 |
| 2011-03-01 | 7.61063692933644 |
| 2011-04-01 | 7.60722388355627 |
| 2011-05-01 | 7.50107073092588 |
| 2011-06-01 | 7.53305498571985 |
| 2011-07-01 | 7.47693565456984 |
| 2011-08-01 | 7.54060605662686 |
| 2011-09-01 | 7.51261128054971 |
| 2011-10-01 | 7.55945698221071 |
| 2011-11-01 | 7.72550693452042 |
| 2011-12-01 | 7.49913624343723 |
| 2012-01-01 | 7.51674899550438 |
| 2012-02-01 | 7.62869652517511 |
| 2012-03-01 | 7.50890750019660 |
| 2012-04-01 | 7.49840224484776 |
| 2012-05-01 | 7.59314248954104 |
| 2012-06-01 | 7.71266450127496 |
| 2012-07-01 | 7.76899846197967 |
| 2012-08-01 | 7.85418142398872 |
| 2012-09-01 | 7.82788586170425 |
| 2012-10-01 | 8.07728362773929 |
| 2012-11-01 | 7.94442851314165 |
| 2012-12-01 | 7.89601896049281 |
| 2013-01-01 | 7.81503303389419 |
| 2013-02-01 | 7.81617724992054 |
| 2013-03-01 | 7.90964461005210 |
| 2013-04-01 | 7.87463200690298 |
| 2013-05-01 | 7.98533777422240 |
| 2013-06-01 | 7.90171379659258 |
| 2013-07-01 | 7.86411722564156 |
| 2013-08-01 | 7.86975923966582 |
| 2013-09-01 | 7.82994262741126 |
| 2013-10-01 | 7.79864108319143 |
| 2013-11-01 | 7.86280277884813 |
| 2013-12-01 | 7.99282375243452 |
| 2014-01-01 | 8.12355612445440 |
| 2014-02-01 | 8.11678150719769 |
| 2014-03-01 | 8.11138412189762 |
| 2014-04-01 | 8.03585217800920 |
| 2014-05-01 | 7.96342302580335 |
| 2014-06-01 | 7.99701030875336 |
| 2014-07-01 | 8.06495878243955 |
| 2014-08-01 | 7.98366909157837 |
| 2014-09-01 | 8.02322028767689 |
| 2014-10-01 | 8.12529538089720 |
| 2014-11-01 | 8.29113330722750 |
| 2014-12-01 | 8.29769517618032 |
| 2015-01-01 | 8.02252158394496 |
| 2015-02-01 | 8.00957158638071 |
| 2015-03-01 | 8.00560218472448 |
| 2015-04-01 | 8.09568360172646 |
| 2015-05-01 | 8.15299974778318 |
| 2015-06-01 | 8.09849753909577 |
| 2015-07-01 | 8.07352306590024 |
| 2015-08-01 | 8.00467567792745 |
| 2015-09-01 | 8.01401286392828 |
| 2015-10-01 | 7.93539215757249 |
| 2015-11-01 | 7.90632828096661 |
| 2015-12-01 | 7.89751159577502 |
| 2016-01-01 | 8.02403400911388 |
| 2016-02-01 | 8.01242985225643 |
| 2016-03-01 | 7.90030597428144 |
| 2016-04-01 | 7.96091017432767 |
| 2016-05-01 | 7.84093394417458 |
| 2016-06-01 | 7.70263564010766 |
| 2016-07-01 | 7.89292560833088 |
| 2016-08-01 | 7.92356051864677 |
| 2016-09-01 | 7.91014000219449 |
| 2016-10-01 | 7.83879727549483 |
| 2016-11-01 | 7.81224051004439 |
| 2016-12-01 | 7.79783986147840 |
| 2017-01-01 | 7.71127547459757 |
| 2017-02-01 | 7.70132684856650 |
| 2017-03-01 | 7.79547945475746 |
| 2017-04-01 | 7.74783873253820 |
| 2017-05-01 | 7.74444091158142 |
| 2017-06-01 | 7.71205939673045 |
| 2017-07-01 | 7.61478905931411 |
| 2017-08-01 | 7.63794499615020 |
| 2017-09-01 | 7.61414175423410 |
| 2017-10-01 | 7.42901813595589 |
| 2017-11-01 | 7.50035692756585 |
| 2017-12-01 | 7.49544696770983 |
| 2018-01-01 | 7.39594542006169 |
| 2018-02-01 | 7.39337860010525 |
| 2018-03-01 | 7.38535912374420 |
| 2018-04-01 | 7.45949925958129 |
| 2018-05-01 | 7.44762554728138 |
| 2018-06-01 | 7.41917625944082 |
| 2018-07-01 | 7.43630798171195 |
| 2018-08-01 | 7.34840779372614 |
| 2018-09-01 | 7.42589168865149 |
| 2018-10-01 | 7.41785334159733 |
| 2018-11-01 | 7.38460336989795 |
| 2018-12-01 | 7.39139222836742 |
| 2019-01-01 | 7.36894153549360 |
| 2019-02-01 | 7.37996090169714 |
| 2019-03-01 | 7.47850755696643 |
| 2019-04-01 | 7.39035188918307 |
| 2019-05-01 | 7.35955402617112 |
| 2019-06-01 | 7.32569936781523 |
| 2019-07-01 | 7.34180727335806 |
| 2019-08-01 | 7.35351726593202 |
| 2019-09-01 | 7.33626528370300 |
| 2019-10-01 | 7.40634596010840 |
| 2019-11-01 | 7.47451625933506 |
| 2019-12-01 | 7.49379577719838 |
| 2020-01-01 | 7.54059396606541 |
| 2020-02-01 | 7.56991972221963 |
| 2020-03-01 | 7.57266821131938 |
| 2020-04-01 | 6.82726032492782 |
| 2020-05-01 | 6.86502360152971 |
| 2020-06-01 | 6.92463903119967 |
| 2020-07-01 | 6.93824187252082 |
| 2020-08-01 | 7.04804698152638 |
| 2020-09-01 | 7.14444119587153 |
| 2020-10-01 | 7.31114516951336 |
| 2020-11-01 | 7.37746626816089 |
| 2020-12-01 | 7.40116994273770 |
| 2021-01-01 | 7.51285139765346 |
| 2021-02-01 | 7.55775828564697 |
| 2021-03-01 | 7.56953007969775 |
| 2021-04-01 | 7.55836751849882 |
| 2021-05-01 | 7.56611360930733 |
| 2021-06-01 | 7.62171117087995 |
| 2021-07-01 | 7.62735768175696 |
| 2021-08-01 | 7.63044275991697 |
| 2021-09-01 | 7.54928118811677 |
| 2021-10-01 | 7.73084894338895 |
| 2021-11-01 | 7.69064527815650 |
| 2021-12-01 | 7.80748086888492 |
| 2022-01-01 | 7.59890356005141 |
| 2022-02-01 | 7.54883492245117 |
| 2022-03-01 | 7.56303799781537 |
| 2022-04-01 | 7.57542529947439 |
| 2022-05-01 | 7.65922788322255 |
| 2022-06-01 | 7.71573094801713 |
| 2022-07-01 | 7.81845731950938 |
| 2022-08-01 | 7.81125687324680 |
| 2022-09-01 | 7.85582498577718 |
| 2022-10-01 | 7.75706729679036 |
| 2022-11-01 | 7.70981050017154 |
| 2022-12-01 | 7.70528077302930 |
| 2023-01-01 | 7.79597656220575 |
| 2023-02-01 | 7.74008462924379 |
| 2023-03-01 | 7.75824068069265 |
| 2023-04-01 | 7.67963373227754 |
| 2023-05-01 | 7.64730141589128 |
| 2023-06-01 | 7.61681788835784 |
| 2023-07-01 | 7.50986233439597 |
| 2023-08-01 | 7.49803224713143 |
| 2023-09-01 | 7.46085539410630 |
| 2023-10-01 | 7.38107393785447 |
| 2023-11-01 | 7.32807206604783 |
| 2023-12-01 | 7.30034315514254 |
| 2024-01-01 | 7.59824143829681 |
| 2024-02-01 | 7.53176724813268 |
| 2024-03-01 | 7.55182580174085 |
| 2024-04-01 | 7.57105337417155 |
| 2024-05-01 | 7.63750725854522 |
| 2024-06-01 | 7.52062706752833 |
| 2024-07-01 | 7.50955827054367 |
| 2024-08-01 | 7.49316080607900 |
| 2024-09-01 | 7.36929366377951 |
| 2024-10-01 | 7.29786407166754 |
| 2024-11-01 | 7.33898226198774 |
| 2024-12-01 | 7.29124030520306 |
| 2025-01-01 | 7.10105582608690 |
| 2025-02-01 | 7.12217834255696 |
| 2025-03-01 | 7.04622369136170 |
| 2025-04-01 | 7.06105893013359 |
| 2025-05-01 | 7.03203916060120 |
| 2025-06-01 | 7.02927399131705 |
| 2025-07-01 | 7.01406137839156 |
| 2025-08-01 | 6.99415595829355 |
| 2025-09-01 | 6.97739427132935 |
| 2025-10-01 | 7.00396347011758 |
| 2025-11-01 | 6.93817140290081 |
| 2025-12-01 | 6.98194956111888 |
| 2026-01-01 | 7.00460518404496 |
| 2026-02-01 | 7.01662953841270 |
| 2026-03-01 | 6.94478213785961 |
| 2026-04-01 | 6.85233935020581 |
| 2026-05-01 | 6.73270814091091 |